enumerate-combinations

SkillDev tools

Lets your agent systematically list every combination of options across multiple dimensions before judging any of them.

Available today. Use it from your connected AI after setup.

Add ahel to your AI once: Claude, ChatGPT, Cursor, Claude Code or Codex. Then ask it to use this.

Then ask your AI: use the enumerate-combinations skill

About this skill

Construct combinations across dimensions/values without prematurely judging them.

What this skill tells your AI

The instructions your AI receives, as published by yogsoth-ai/de-anthropocentric-research-engine in skills/enumerate-combinations/SKILL.md and read by ahel’s review.

Purpose

Construct combinations across declared dimensions and values without prematurely judging them.

Input contract

required: [dimensions, value_sets, combination_policy]
optional: [exclusion_constraints, sampling_limit, random_seed]
constraints: [every emitted combination records its source values]

Procedure

  1. Validate dimensions, values, and exclusions.
  2. Generate the Cartesian, constrained, or sampled combinations requested.
  3. Preserve provenance of each component and mark omitted combinations.
  4. Return the neutral combination set for downstream evaluation.

Output contract

produces: [combination_set, component_provenance, exclusions, omitted_space]
delta_fields: [findings, open_questions]

Quality gates

  • No combination is scored or filtered unless policy explicitly requests it.
  • Exclusions are recorded with reasons.
  • Sampled enumeration reports sampling rule and coverage limits.

Parameterization

Caller supplies dimension schema, value sets, combination mode, exclusions, and sampling policy.

Failure and counterexamples

Reject combinations with missing components, hidden exclusions, or premature quality judgments.

Provenance map

  • concept: creative-ideation/matrix-construction
  • concept: creative-ideation/recombination-generation
  • concept: creative-ideation/combination-generation

Signals

GitHub stars
501
Forks
41
Last commit
Sep 2026
Advanced
Catalog kind
skill
Key
enumerate-combinations
Source
github.com/yogsoth-ai/de-anthropocentric-research-engine